Statistical Learning for Systems Modeling

Statistical Learning for Systems Modeling in Reproducing Kernel Hilbert Spaces

von Okba Taouali

128 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

The work presented in this report falls within the framework of Machine Learning where we seek to model a non-linear system and to identify online the parameters of the model considered. This model is developed in a reproducing kernel Hilbert space (RKHS). These so-called representation or black box models are linear with respect to their parameters. They have had great success in identifying nonlinear systems using kernel methods.

• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Energietechnik, Elektrotechnik und Energiemaschinenbau Elektrotechnik
• ISBN: 9786206575672
• Sprache: Englisch
• Erscheinungsdatum: 28.10.2023
• Größe: 220 x 150 mm
• Verlag: Our Knowledge Publishing